1 citations · 2 across the 3 of their papers we have counts for
4 papers
A multilabel approach to morphosyntactic probing
Naomi Tachikawa Shapiro, Amandalynne Paullada, Shane Steinert-Threlkeld
We introduce a multilabel probing task to assess the morphosyntactic representations of word embeddings from multilingual language models. We demonstrate this task with multilingua…
On the Spontaneous Emergence of Discrete and Compositional Signals
Nur Geffen Lan, Emmanuel Chemla, Shane Steinert-Threlkeld
We propose a general framework to study language emergence through signaling games with neural agents. Using a continuous latent space, we are able to (i) train using backpropagati…
Paying Attention to Function Words
Shane Steinert-Threlkeld
All natural languages exhibit a distinction between content words (like nouns and adjectives) and function words (like determiners, auxiliaries, prepositions). Yet surprisingly lit…
Neural Models of the Psychosemantics of `Most'
Lewis O'Sullivan, Shane Steinert-Threlkeld
How are the meanings of linguistic expressions related to their use in concrete cognitive tasks? Visual identification tasks show human speakers can exhibit considerable variation…